--- title: "Google Launches Colab CLI for Developers, Automation, and AI Agents" url: https://daily.dev/posts/google-launches-colab-cli-for-developers-automation-and-ai-agents-r8hst8g5q source_url: https://www.infoq.com/news/2026/06/google-colab-cli type: article source: "InfoQ" published: 2026-06-12T17:23:49.595Z updated: 2026-06-12T17:24:09.518Z tags: ["machine-learning", "python", "data-science", "ai-agents", "cli"] reading_time: 3 upvotes: 2 comments: 1 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Google Launches Colab CLI for Developers, Automation, and AI Agents **[InfoQ](https://daily.dev/sources/infoq)** · 3 min read · 2 upvotes · 1 comments ## Summary Google has released the Colab CLI, an open-source command-line tool that lets developers and AI agents interact with remote Colab runtimes directly from a local terminal. It supports provisioning GPUs and TPUs, executing Python scripts remotely, downloading artifacts, retrieving notebook logs, and opening interactive sessions — all without touching the Colab web interface. The tool includes a predefined skill file enabling AI agents to automate ML workflows end-to-end, such as fine-tuning a model on a T4 GPU and retrieving outputs. It is comparable to Modal, RunPod, and Kaggle CLI but is tightly integrated with Colab's notebook and artifact ecosystem. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Introducing the Google Colab CLI](https://daily.dev/posts/introducing-the-google-colab-cli-25ksrxzya) · Google Developers · 7 upvotes · 0 comments - [Google Brings MCP Support to Colab, Enabling Cloud Execution for AI Agents](https://daily.dev/posts/google-brings-mcp-support-to-colab-enabling-cloud-execution-for-ai-agents-qij3vv3kt) · InfoQ · 0 upvotes · 0 comments --- Tags: [#machine-learning](https://daily.dev/tags/machine-learning), [#python](https://daily.dev/tags/python), [#data-science](https://daily.dev/tags/data-science), [#ai-agents](https://daily.dev/tags/ai-agents), [#cli](https://daily.dev/tags/cli) [View this post on daily.dev](https://daily.dev/posts/google-launches-colab-cli-for-developers-automation-and-ai-agents-r8hst8g5q)